Search results for "interaction"
Microsoft Azure Azure Data Tables Client Library for Python
Microsoft Azure Monitor Opentelemetry Exporter Client Library for Python
Microsoft Azure Service Bus Client Library for Python
Microsoft Azure Blob Storage Client Library for Python
Microsoft Azure Azure File Share Storage Client Library for Python
Microsoft Azure Azure Queue Storage Client Library for Python
Typed library that provides an ORM wrapper for tmux, a terminal multiplexer.
asyncio bridge to the standard sqlite3 module
The Slack API Platform SDK for Python
the blessed package to manage your versions by scm tags
21st.dev toolbar SDK for AI Agent interaction.
The ultimate space for work and life โ to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level โ enabling multi-agent collaboration, effo
BitFun is a next-generation AI assistant with built-in Code Agent and Cowork Agent. It has memory, personality, and the ability to evolve over time. You can remotely control the desktop through mobile
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
RAI is a vendor agnostic agentic framework for Physical AI robotics, utilizing ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
MCAF is a framework for building software products together with AI coding agents.
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
โพ๏ธ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack โพ๏ธ
LLM้ฉฑๅจ็ A/H/็พ่กๆบ่ฝๅๆๅจ๏ผๅคๆฐๆฎๆบ่กๆ + ๅฎๆถๆฐ้ป + LLMๅณ็ญไปช่กจ็ + ๅคๆธ ้ๆจ้๏ผ้ถๆๆฌๅฎๆถ่ฟ่ก๏ผ็บฏ็ฝๅซ. LLM-powered stock analysis system for A/H/US markets.
Official MCP Servers for AWS
Your smart, reliable, and friendly personal AI assistant.
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes A
An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want to code in your terminal.
Knowledge Engine for AI Agent Memory in 6 lines of code
Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logsโruns locally and supports interactive tenant authent
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Self improving agents through iterations
All-in-one terminal workspace โ local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG,
Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) โ desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills manageme
Rediscover your social memories with local, AI-powered analysis. ๆฌๅฐๅ็่ๅคฉ่ฎฐๅฝๅๆๅทฅๅ ท๏ผ้่ฟ AI Agent ๅ้กพไฝ ็็คพไบค่ฎฐๅฟใ
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
Seedance 2.0 Shot Design Skills
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
๐ฌDeepChat - A smart assistant that connects powerful AI to your personal world
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
#1 Terminal Benchmark 2.0 โ AI that ships your tickets.
Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills โ with sandbox isolation, multi-model support, and Feishu/Slack integration.
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package๏ผ enabling any AI agent to instantly upgr
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
A comprehensive evaluation framework for AI agents and LLM applications.
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s
A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for pers
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
OpenCode mobile client via Telegram: run and monitor AI coding tasks from your phone while everything runs locally on your machine. Scheduled tasks support. Can be used as lightweight OpenClaw alterna
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" manner. LLM As Function, Prompt As Code. ไธไธช็ฎๅ็ๆฐๅฐ
The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type โ from any MCP client.
โฅ AI Coding agent for the terminal โ hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
Cognitive memory for AI agents โ learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, ga
๐ง Curated collection of 214+ best OpenClaw personas โ weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
ArifOS โ Constitutional MCP kernel for governed AI execution. AAA architecture: Architect ยท Auditor ยท Agent. Built for the open-source agentic era.
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, built-in IM support, and a sandboxed runtime for improved safety. Under the hood, it is powered by a Claude Code
An AI agent for teams, communities, and multi-user environments.
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
The official Python SDK for Model Context Protocol servers and clients
NEXO Brain โ Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
Playwright MCP server
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
MCP Server for Computer Use in Windows
ArifOS โ Constitutional MCP kernel for governed AI execution. AAA architecture: Architect ยท Auditor ยท Agent. Built for the open-source agentic era.
Harness LLMs with Multi-Agent Programming
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
Experimental and pre-release tools for .NET MAUI
High-Performance Engine for Multi-Vector Search
Seth's AI Tools: A Unity based front end that uses ComfyUI and LLMs to create stories, images, movies, quizzes and posters
Autonomous Agents (LLMs) research papers. Updated Daily.
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
Ultra-Lightweight, Pure Python Multimodal Agent.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
Anti-detection browser server for AI agents โ REST API wrapping Camoufox engine with OpenClaw plugin support
Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, unlock privat
Official Weaviate TypeScript Client
Autonomous AI agent built on Claude Code Channels โ scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Soul โ Give Your AI Assistant Its Own Inner Life. Autonomous thinking, memory, and self-improvement plugin for OpenClaw
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
Devtools Protocol implementation for chrome.
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
Agent Interface Discovery
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Unified framework for building enterprise RAG pipelines with small, specialized models
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
Operating discipline for AI coding agents - persistent memory, enforced workflow, recorded decisions.
MCP tool management and workflow proxy
Shell and coding agent on mcp clients
Open-source, self-improving autonomous agent swarm๐
๐ค A composable framework for building AI applications.
Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
An agentic toolkit to control, debug, and profile the iOS Simulator. Made by Software Mansion.
Observal is an AI agent registry with first in class observabilty and eval framework
Prompt Driven Development Command Line Interface
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related website
๐ฆ Open-source alternative to Claude Code, built from scratch in Rust. Agentic coding CLI โ thinks, plans, and executes with any LLM. Compatible with Claude Code workflows.
๐ World's largest Nano Banana Pro prompt library โ 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Memory library for building stateful agents
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
๐ด VERY LARGE AI TOOL LIST! ๐ด Curated list of AI Tools - Updated 2026
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Life sciences computational skills for scientific AI agents
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Open-source multi-tenant AI agent platform โ 14 specialized agents, 195+ tools, 37+ AI models. Self-hosted. Fork and deploy your own AI operations team.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Hermes Agent rewritten in Rust: production-grade multi-platform AI agent runtime with gateway adapters, tool orchestration, MCP, memory plugins, and cost-safe autonomous loops.
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text โ no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
Autospec is an open-source AI agent that takes a web app URL and autonomously QAs it, and saves its passing specs as E2E test code
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
The Ultimate Claude Code Toolkit โ 127 skills, 86 agents, 109 marketplace repos (11,700+ community skills), 30 commands, 8 hooks, GSD framework. Drop-in ~/.claude config that auto-activates the right
Awesome list of AI-Driven Development.
A 27-chapter hands-on tutorial for building an autonomous AI agent from zero in Python. Agent loop, tool system, memory, skills, MCP, multi-platform gateway, and self-evolution โ inspired by Herme
Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.
๐ค The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
One CLI. Every debugger. Give your AI agent eyes into runtime state instead of guessing from source code.
Cloud native, ultra-high performance AI&API gateway, LLM API management, distribution system, open platform, supporting all AI APIs.๐ฆไบๅ็ใ่ถ ้ซๆง่ฝ AI&API็ฝๅ ณ๏ผLLM API ็ฎก็ใๅๅ็ณป็ปใๅผๆพๅนณๅฐ๏ผๆฏๆๆๆAI API๏ผไธ้ไบOpenAIใAzureใ
Persistent, deterministic, and user-managed project memory for vibe coding.
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence โ dangerous capabilities were never built.
Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix loops and a lightweight quick-dev entry.
Rune - Discipline Engineering - Multi-agent engineering orchestration for Claude Code. Plan, work, review, and audit using Agent Teams.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
Full, scalable BPMN 2.0 engine
AI-powered multi-agent system that transforms Telegram into an intelligent automation hub โ routing user intent across vision, browser, desktop, and code agents using dynamic model orchestration.
Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.
Completely free opensource alternative to manus, openhands and cua
Supercharge Claude Code with 11 AI agents, 36 commands & 15 skills โ the claude-code plugin framework inspired by oh-my-zsh. 6-layer security hooks included. 5-min install.
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
๐ Connect people and manage tasks with AILinkX, your all-in-one digital life operating system built on advanced AI technology.
๐ฌ 500+ curated Seedance 2.0 video generation prompts โ cinematic, anime, UGC, ads, meme styles. Includes Seedance API guides, character consistency tips, and advanced video workflows.
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
SDK to build Agents in rust. Build and manage complex, self-correcting agent teams. Launch multi-agent systems via configuration files or using an Agent Factory. It's the robust framework for orchestr
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
An automated, agentic exploratory testing tool that performs comprehensive QA testing on web applications, simulating human user interactions through various input methods (mouse, keyboard, TAB naviga
High-performance crystal structure modeling and DFT/MD file preparation. Native desktop app fusing a Rust/C++ physics kernel, a GPU-accelerated Metal/Vulkan renderer, and an AI-driven command bus for
A self-evolving coding agent written in Go. Reads its own source, decides what to improve, writes code, runs tests, and commits โ autonomously.
Autonomous AI Agent SDK for React Native & Expo โ AI reads your live UI, acts via natural language, real-time voice agent (Gemini Live), and AI-powered testing via MCP (Model Context Protocol). One co
๐ Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
AI-powered design system generator โ once designed, consistent UI everywhere.
Agent-ready telemetry SDK โ enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
AI-native browser automation for OpenClaw, LangChain, and AI agents. Automate job applications, price monitoring, trading bots, web scraping. Puppeteer/Selenium alternative with 40+ capabilities.
Open-source Cloudflare Browser Rendering proxy โ 10 MCP tools for Claude Code (content, screenshot, PDF, markdown, scrape, JSON AI extraction, links, a11y, crawl)
Your personal Multi-Agent portfolio manager and financial analyst team
The Eternego codebase
Agent Skill to summon a team of specialist agents into existence
No description
llm-based robot that intervenes only when needed
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
Connect AI agents representing humans through the A2A protocol for seamless, secure interaction across apps and tools.
Build and manage projects with an autonomous browser-based IDE featuring integrated multi-modal AI tools for efficient development workflows.
A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. ๐โจ
๐ ๏ธ Build a collaborative framework for pricing strategies using AI, enhancing decision-making through real-time data analysis and human insight.
๐ Process JSON data in batches with `llm-batch`, leveraging sequential or parallel modes for efficient interaction with LLMs.
An AI guardian that remembers, watches, and acts.
๐ Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
Add provably safe ethical constraints to AI agents via Phronesis
A self-evolving AI Agent Team โ agents that rewrite their own operating manual.
Trust-Grade AI Development Framework for software development โ Zero dependencies.
Provide ready-to-use plugins, hooks, and commands to enhance Claude Code sessions with data mining, automation, and integration tools.
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
๐ Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
Web-Use is a CDP powered Browser Agent
๐ง Enhance visual search with Mini-o3, providing state-of-the-art multi-turn reasoning and easy-to-use training code for advanced AI applications.
๐ค Connect DingTalk with OpenClaw Gateway for AI-driven chat responses and session management using a bot or DEAP Agent integration.
๐ง Build a safe and supportive AI companion for mental health with SereneShield, part of the Kaggle ร Google Agents Intensive 2025 Capstone project.
Builds an autonomous AI robot with vision, voice, and decision-making capabilities using Python, PyTorch, and CUDA technology.
Define and control AI agents in markdown with full prompt transparency, persistent memory, and integrated tools via the Claude Agent SDK.
Human friendly output for text interfaces using Python
AI agent interaction components for SpaceUI
A structured reasoning and decision architecture for stable, interpretable, and hallucinationโresistant AI systems. An open standard for humanโAI collaboration and autonomous systems.
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
๐ค๐ aiFlows: The building blocks of your collaborative AI
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
Computer use Docker Player (LLM Research)
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
